SebastianCharmot
MS in Data Science @ Stanford. Interested in the intersecton of AI and climate change.
Pinned Repositories
ahad_sebastian_finalproject
dot_density_emissions_polygon
Genetic-Algorithm-Image-Recreation
From scratch Python implementation of a genetic algorithm that recreates a target image
juxtapose
Kakuro-Binary-Integer-Linear-Program-Solver
A Binary Integer Linear Solver written in Python using Gurobi that outputs a visual solution to any valid Kakuro puzzle
kmeans_image_compression
K-means algorithm for image compression
nfl_logos
Premier-League-Ranking
Recommender_Systems
recycle_net
Object detection model that both locates and classifies recycleable trash from an image. We work with an image dataset of 4 different waste categories: glass, paper, plastic, and metal. We use Facebook's detectron2 API to create our custom object detection model using transfer learning from detectron2's model zoo.
SebastianCharmot's Repositories
SebastianCharmot/Genetic-Algorithm-Image-Recreation
From scratch Python implementation of a genetic algorithm that recreates a target image
SebastianCharmot/recycle_net
Object detection model that both locates and classifies recycleable trash from an image. We work with an image dataset of 4 different waste categories: glass, paper, plastic, and metal. We use Facebook's detectron2 API to create our custom object detection model using transfer learning from detectron2's model zoo.
SebastianCharmot/Kakuro-Binary-Integer-Linear-Program-Solver
A Binary Integer Linear Solver written in Python using Gurobi that outputs a visual solution to any valid Kakuro puzzle
SebastianCharmot/kmeans_image_compression
K-means algorithm for image compression
SebastianCharmot/nfl_logos
SebastianCharmot/ahad_sebastian_finalproject
SebastianCharmot/dot_density_emissions_polygon
SebastianCharmot/juxtapose
SebastianCharmot/Premier-League-Ranking
SebastianCharmot/Recommender_Systems
SebastianCharmot/triangulation
SebastianCharmot/zero_forcing